← Theoretical / proof-based

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In this program

Exchangeability
Hierarchical priors
Empirical Bayes and hyperpriors
Spatial
Spatiotemporal Bayes models (intro)
Nonparametric Bayes: Dirichlet process (overview)
Sensitivity analysis
Robust priors

Hierarchical modeling

Spatiotemporal Bayes models (intro)

Bayesian statistics · Theoretical / proof-based

Topic

Spatiotemporal Bayes models (intro)

Practice by unit: Hierarchical modeling

Graduate Bayesian statistics — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).

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